Text restoration using image super resolution

• Main Author: Bodipati, Kiran
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/166103
• Institution: Nanyang Technological University

Text Recognition and scene text recognition have gained high prominence with the emergence of advanced deep learning techniques, such as CNNs. However, when the scene data is of low resolution, most models fail to provide accurate results. To this extent, super resolution is proposed as a pre proces...